Journal of Translational Medicine | |
Diagnosing inflammation and infection in the urinary system via proteomics | |
Rembert Pieper4  Karen E Nelson4  Nicolas Cacciabeve3  Cynthia Bowman-Gholston1  Patricia Sikorski2  Yanbao Yu4  | |
[1] Quest Diagnostics at Shady Grove Adventist Hospital, 9901 Medical Center Drive, Rockville 20850, MD, USA;Current affiliation: Department of Microbiology and Immunology, Georgetown University, 37th and O Streets, NW, Washington, D.C. 20057, USA;Advanced Pathology Associates LLC at Shady Grove Adventist Hospital, 9901 Medical Center Drive, Rockville 20850, MD, USA;The J. Craig Venter Institute, 9704 Medical Center Drive, Rockville 20850, MD, USA | |
关键词: Uropathogen; Klebsiella; Gardnerella; Metaproteomics; Proteomics; Urine diagnostics; Neutrophil infiltration; Inflammation; Innate immune response; Urinary tract infection; | |
Others : 1207766 DOI : 10.1186/s12967-015-0475-3 |
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received in 2014-11-25, accepted in 2015-03-23, 发布年份 2015 | |
【 摘 要 】
Background
Current methodology for the diagnosis of diseases in the urinary system includes patient symptomology, urine analysis and urine culture. Asymptomatic bacteriuria from urethral colonization or indwelling catheters, sample contamination from perineal or vaginal sources, and non-infectious inflammatory conditions can mimic UTIs, leading to uncertainty on medical treatment decisions.
Methods
Innovative shotgun metaproteomic methods were used to analyze urine sediments from 120 patients also subjected to conventional urinalysis for various clinical reasons including suspected UTIs. The proteomic data were simultaneously searched for the presence of microbial agents, inflammation, immune responses against pathogens, and evidence of urothelial tissue injury. Hierarchical clustering analysis was performed to identify host protein patterns discerning UTI from urethral colonization and vaginal contamination of urine samples.
Results
Organisms causing more than 98% of all UTIs and commensal microbes of the urogenital and perineal area were identified from 76 urine sediments with detection sensitivities estimated to be similar to urine culture. Proteomic data permitted a thorough evaluation of inflammatory and antimicrobial immune responses. Hierarchical clustering of the data revealed that high abundances of proteins from activated neutrophils were associated with pathogens in most cases, and correlated well with leukocyte esterase activities and leukocyte counts via microscopy. Proteomic data also allowed assessments of urothelial injury, by quantifying proteins highly expressed in red blood cells and contributing to the acute phase response. Lactobacillus and Gardnerella vaginalis were frequently identified suggesting urethral colonization and/or vaginal contamination of urine.
Conclusions
A metaproteomic approach of interest for routine urine clinical diagnostics is presented. As compared to urinalysis and urine culture methods, the data are derived from a single experiment for a given sample and provide additional insights into presence or absence of inflammatory responses and vaginal contamination of urine specimens.
【 授权许可】
2015 Yu et al.; licensee BioMed Central.
【 预 览 】
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【 参考文献 】
- [1]Stamm WE, Norrby SR. Urinary tract infections: disease panorama and challenges. J Infect Dis. 2001; 183 Suppl 1:S1-4.
- [2]Litwin MS, Saigal CSE: In: Urological Disease in America. Edited by Services UDoHaH, vol. NIH Publication No. 12–7865. Washington D.C.: US Government Printing Office; 2012
- [3]Saint S, Meddings JA, Calfee D, Kowalski CP, Krein SL. Catheter-associated urinary tract infection and the Medicare rule changes. Ann Intern Med. 2009; 150(12):877-884.
- [4]Hooton TM, Bradley SF, Cardenas DD, Colgan R, Geerlings SE, Rice JC et al.. Diagnosis, prevention, and treatment of catheter-associated urinary tract infection in adults: 2009 International Clinical Practice Guidelines from the Infectious Diseases Society of America. Clin Infect Dis. 2010; 50(5):625-663.
- [5]Saint S, Olmsted RN, Fakih MG, Kowalski CP, Watson SR, Sales AE et al.. Translating health care-associated urinary tract infection prevention research into practice via the bladder bundle. Jt Comm J Qual Patient Saf. 2009; 35(9):449-455.
- [6]Boucher HW, Talbot GH, Bradley JS, Edwards JE, Gilbert D, Rice LB et al.. Bad bugs, no drugs: no ESKAPE! An update from the Infectious Diseases Society of America. Clin Infect Dis. 2009; 48(1):1-12.
- [7]Boyce WH, Garvey FK, Norfleet CM. Proteins and other biocolloids of urine in health and in calculous disease. I. Electrophoretic studies at pH 4.5 and 8.6 of those components soluble in molar sodium chloride. J Clin Invest. 1954; 33(10):1287-1297.
- [8]Verdesca S, Brambilla C, Garigali G, Croci MD, Messa P, Fogazzi GB. How a skillful (correction of skilful) and motivated urinary sediment examination can save the kidneys. Nephrol Dial Transplant. 2007; 22(6):1778-1781.
- [9]Parsons CL. The role of a leaky epithelium and potassium in the generation of bladder symptoms in interstitial cystitis/overactive bladder, urethral syndrome, prostatitis and gynaecological chronic pelvic pain. BJU Int. 2011; 107(3):370-375.
- [10]Schmiemann G, Kniehl E, Gebhardt K, Matejczyk MM, Hummers-Pradier E. The diagnosis of urinary tract infection: a systematic review. Dtsch Arztebl Int. 2010; 107(21):361-367.
- [11]Carbonnelle E, Mesquita C, Bille E, Day N, Dauphin B, Beretti JL et al.. MALDI-TOF mass spectrometry tools for bacterial identification in clinical microbiology laboratory. Clin Biochem. 2011; 44(1):104-109.
- [12]Ferreira L, Sanchez-Juanes F, Gonzalez-Avila M, Cembrero-Fucinos D, Herrero-Hernandez A, Gonzalez-Buitrago JM et al.. Direct identification of urinary tract pathogens from urine samples by matrix-assisted laser desorption ionization-time of flight mass spectrometry. J Clin Microbiol. 2010; 48(6):2110-2115.
- [13]Wang XH, Zhang G, Fan YY, Yang X, Sui WJ, Lu XX. Direct identification of bacteria causing urinary tract infections by combining matrix-assisted laser desorption ionization-time of flight mass spectrometry with UF-1000i urine flow cytometry. J Microbiol Methods. 2013; 92(3):231-235.
- [14]Nielubowicz GR, Mobley HL. Host-pathogen interactions in urinary tract infection. Nat Rev Urol. 2010; 7(8):430-441.
- [15]Weichhart T, Haidinger M, Horl WH, Saemann MD. Current concepts of molecular defence mechanisms operative during urinary tract infection. Eur J Clin Invest. 2008; 38 Suppl 2:29-38.
- [16]Li K, Feito MJ, Sacks SH, Sheerin NS. CD46 (membrane cofactor protein) acts as a human epithelial cell receptor for internalization of opsonized uropathogenic Escherichia coli. J Immunol. 2006; 177(4):2543-2551.
- [17]Rosen DA, Hooton TM, Stamm WE, Humphrey PA, Hultgren SJ. Detection of intracellular bacterial communities in human urinary tract infection. PLoS Med. 2007; 4(12):e329.
- [18]Fouts DE, Pieper R, Szpakowski S, Pohl H, Knoblach S, Suh MJ et al.. Integrated next-generation sequencing of 16S rDNA and metaproteomics differentiate the healthy urine microbiome from asymptomatic bacteriuria in neuropathic bladder associated with spinal cord injury. J Transl Med. 2012; 10:174. BioMed Central Full Text
- [19]Ronald A. The etiology of urinary tract infection: traditional and emerging pathogens. Am J Med. 2002; 113 Suppl 1A:14S-19S.
- [20]Granger DL, Taintor RR, Boockvar KS, Hibbs JB. Measurement of nitrate and nitrite in biological samples using nitrate reductase and Griess reaction. Methods Enzymol. 1996; 268:142-151.
- [21]Skjold CA, Stover LR, Trimmer RW: Test for Esterase Activity in a Liquid Sample. In. Edited by Office USP, vol. 4,499.185. U.S.A.: Miles Laboratories Inc., Elkhart, Indiana; 1985: 1–5
- [22]Yu Y, Suh MJ, Sikorski P, Kwon K, Nelson KE, Pieper R. Urine sample preparation in 96-well filter plates for quantitative clinical proteomics. Anal Chem. 2014; 86(11):5470-5477.
- [23]Wisniewski JR, Zougman A, Nagaraj N, Mann M. Universal sample preparation method for proteome analysis. Nat Methods. 2009; 6(5):359-362.
- [24]Rappsilber J, Mann M, Ishihama Y. Protocol for micro-purification, enrichment, pre-fractionation and storage of peptides for proteomics using StageTips. Nat Protoc. 2007; 2(8):1896-1906.
- [25]Cox J, Mann M. MaxQuant enables high peptide identification rates, individualized p.p.b.-range mass accuracies and proteome-wide protein quantification. Nat Biotechnol. 2008; 26(12):1367-1372.
- [26]Huang Y, Niu B, Gao Y, Fu L, Li W. CD-HIT Suite: a web server for clustering and comparing biological sequences. Bioinformatics. 2010; 26(5):680-682.
- [27]Elias JE, Gygi SP. Target-decoy search strategy for increased confidence in large-scale protein identifications by mass spectrometry. Nat Methods. 2007; 4(3):207-214.
- [28]Cox J, Matic I, Hilger M, Nagaraj N, Selbach M, Olsen JV et al.. A practical guide to the MaxQuant computational platform for SILAC-based quantitative proteomics. Nat Protoc. 2009; 4(5):698-705.
- [29]Wisniewski JR, Ostasiewicz P, Dus K, Zielinska DF, Gnad F, Mann M. Extensive quantitative remodeling of the proteome between normal colon tissue and adenocarcinoma. Mol Syst Biol. 2012; 8:611.
- [30]Saeed AI, Bhagabati NK, Braisted JC, Liang W, Sharov V, Howe EA et al.. TM4 microarray software suite. Methods Enzymol. 2006; 411:134-193.
- [31]Lominadze G, Powell DW, Luerman GC, Link AJ, Ward RA, McLeish KR. Proteomic analysis of human neutrophil granules. Mol Cell Proteomics. 2005; 4(10):1503-1521.
- [32]Amara U, Rittirsch D, Flierl M, Bruckner U, Klos A, Gebhard F et al.. Interaction between the coagulation and complement system. Adv Exp Med Biol. 2008; 632:71-79.
- [33]Tang S, Zhou W, Sheerin NS, Vaughan RW, Sacks SH. Contribution of renal secreted complement C3 to the circulating pool in humans. J Immunol. 1999; 162(7):4336-4341.
- [34]Springall T, Sheerin NS, Abe K, Holers VM, Wan H, Sacks SH. Epithelial secretion of C3 promotes colonization of the upper urinary tract by Escherichia coli. Nat Med. 2001; 7(7):801-806.
- [35]Badenoch AW. Uric acid stone formation. Br J Urol. 1960; 32:374-382.
- [36]Grewal JS, Tsai JY, Khan SR. Oxalate-inducible AMBP gene and its regulatory mechanism in renal tubular epithelial cells. Biochem J. 2005; 387(Pt 3):609-616.
- [37]Boonla C, Tosukhowong P, Spittau B, Schlosser A, Pimratana C, Krieglstein K. Inflammatory and fibrotic proteins proteomically identified as key protein constituents in urine and stone matrix of patients with kidney calculi. Clin Chim Acta. 2014; 429:81-89.
- [38]Whiteside SA, Razvi H, Dave S, Reid G, Burton JP. The microbiome of the urinary tract-a role beyond infection. Nat Rev Urol. 2015; 12(2):81-90.
- [39]Jost SP, Gosling JA, Dixon JS. The morphology of normal human bladder urothelium. J Anat. 1989; 167:103-115.
- [40]Steinert PM, Marekov LN. Initiation of assembly of the cell envelope barrier structure of stratified squamous epithelia. Mol Biol Cell. 1999; 10(12):4247-4261.
- [41]Liu X, Yu X, Zack DJ, Zhu H, Qian J. TiGER: a database for tissue-specific gene expression and regulation. BMC Bioinformatics. 2008; 9:271. BioMed Central Full Text
- [42]Little P, Turner S, Rumsby K, Jones R, Warner G, Moore M et al.. Validating the prediction of lower urinary tract infection in primary care: sensitivity and specificity of urinary dipsticks and clinical scores in women. Br J Gen Pract. 2010; 60(576):495-500.
- [43]Little P, Turner S, Rumsby K, Warner G, Moore M, Lowes JA et al.. Dipsticks and diagnostic algorithms in urinary tract infection: development and validation, randomised trial, economic analysis, observational cohort and qualitative study. Health Technol Assess. 2009; 13(19):1-73.
- [44]Van Nostrand JD, Junkins AD, Bartholdi RK. Poor predictive ability of urinalysis and microscopic examination to detect urinary tract infection. Am J Clin Pathol. 2000; 113(5):709-713.
- [45]Schiwon M, Weisheit C, Franken L, Gutweiler S, Dixit A, Meyer-Schwesinger C et al.. Crosstalk between sentinel and helper macrophages permits neutrophil migration into infected uroepithelium. Cell. 2014; 156(3):456-468.
- [46]Cunningham SA PR. MALDI-TOF Mass Spectrometry in a Clinical Laboratory Setting. In: Microbe. vol. 9. American Society of Microbiology, Washington D.C; 2014: p.328-333.
- [47]Pearce MM, Hilt EE, Rosenfeld AB, Zilliox MJ, Thomas-White K, Fok C et al.. The female urinary microbiome: a comparison of women with and without urgency urinary incontinence. MBio. 2014; 5(4):e01283-01214.
- [48]Urban CF, Ermert D, Schmid M, Abu-Abed U, Goosmann C, Nacken W et al.. Neutrophil extracellular traps contain calprotectin, a cytosolic protein complex involved in host defense against Candida albicans. PLoS Pathog. 2009; 5(10):e1000639.
- [49]Li K, Sacks SH, Sheerin NS. The classical complement pathway plays a critical role in the opsonisation of uropathogenic Escherichia coli. Mol Immunol. 2008; 45(4):954-962.
- [50]Lane MC, Alteri CJ, Smith SN, Mobley HL. Expression of flagella is coincident with uropathogenic Escherichia coli ascension to the upper urinary tract. Proc Natl Acad Sci U S A. 2007; 104(42):16669-16674.